IJSDR
IJSDR
INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15

Issue: March 2024

Volume 9 | Issue 3

Impact factor: 8.15

Click Here For more Info

Imp Links for Author
Imp Links for Reviewer
Research Area
Subscribe IJSDR
Visitor Counter

Copyright Infringement Claims
Indexing Partner
Published Paper Details
Paper Title: Speech Emotion Recognition Using Librosa
Authors Name: Kopparapu Nikhil , Kattubadi Drutesh , Abhishek Kumar Reddy Manchuri , Bikki Hari Kiran , Vakil Sai Teja
Unique Id: IJSDR2305178
Published In: Volume 8 Issue 5, May-2023
Abstract: Speech emotion recognition (SER) has numerous uses in industries like psychology, entertainment, and healthcare and is a critical component of human-computer interaction. Deep learning techniques have advanced recently, and SER has drawn a lot of interest from the research community. Use of the librosa Python package for music and audio analysis, which offers a number of functions for feature extraction from voice signals, is one such method. In this study, we explain the key features and techniques for feature extraction and classification, and we examine the state-of-the-art methodologies for SER utilising librosa. We also point out the difficulties and restrictions associated with using librosa for SER and offer some potential paths for further study in this area. Overall, this paper sheds light on librosa's potential.
Keywords: Speech Emotion Recognition, Librosa, Kaggle, Spectrogram, Mel-Spectrogram, RAVDEES dataset,MLP
Cite Article: "Speech Emotion Recognition Using Librosa", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 5, page no.1119 - 1127, May-2023, Available :http://www.ijsdr.org/papers/IJSDR2305178.pdf
Downloads: 000336256
Publication Details: Published Paper ID: IJSDR2305178
Registration ID:206397
Published In: Volume 8 Issue 5, May-2023
DOI (Digital Object Identifier):
Page No: 1119 - 1127
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631

Click Here to Download This Article

Article Preview

Click here for Article Preview







Major Indexing from www.ijsdr.org
Google Scholar ResearcherID Thomson Reuters Mendeley : reference manager Academia.edu
arXiv.org : cornell university library Research Gate CiteSeerX DOAJ : Directory of Open Access Journals
DRJI Index Copernicus International Scribd DocStoc

Track Paper
Important Links
Conference Proposal
ISSN
DOI (A digital object identifier)


Providing A digital object identifier by DOI
How to GET DOI and Hard Copy Related
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Creative Commons License
This material is Open Knowledge
This material is Open Data
This material is Open Content
Social Media
IJSDR

Indexing Partner